Integrating Message Content and Propagation Path for Enhanced False Information Detection Using Bidirectional Graph Convolutional Neural Networks

Integrating Message Content and Propagation Path for Enhanced False Information Detection Using Bidirectional Graph Convolutional Neural Networks

We investigate the impact of textual content and its structural characteristics on the detection of false information. We propose a Bidirectional Graph Convolutional Neural Network (ICP-BGCN) that integrates message content with its propagation paths for enhanced detection performance. Our approach...

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Bibliographic Details
Main Authors: Jie Hu, Mei Yang, Bingbing Tang, Jianjun Hu
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Applied Sciences
Subjects:
false information
bidirectional graph convolutional networks
propagation structure
feature fusion
Online Access:https://www.mdpi.com/2076-3417/15/7/3457
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